Bayesian networks and influence diagrams a guide to construction and analysis /
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Main Authors: | |
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Published: |
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Literature type: | eBook |
Language: | English |
Edition: | 2nd ed. |
Series: |
Information science and statistics ; 22. |
Subjects: | |
Online Access: |
http://dx.doi.org/10.1007/978-1-4614-5104-4 |
Carrier Form: | 1 online resource (xvii, 382 p.) : ill. |
Bibliography: | Includes bibliographical references and index. |
ISBN: |
9781461451044 (electronic bk.) 1461451043 (electronic bk.) |
Index Number: | QA279 |
CLC: | O212 |
Contents: |
Fundamentals -- Introduction -- Networks -- Probabilities -- Probabilistic Networks -- Solving Probabilistic Networks -- Model Construction -- Eliciting the Model -- Modeling Techniques -- Data-Driven Modeling -- Model Analysis -- Conflict Analysis -- Sensitivity Analysis -- Value of Information Analysis. |